Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
Weak, strong, and strong cyclic planning via symbolic model checking
Artificial Intelligence - special issue on planning with uncertainty and incomplete information
Bayesian Network-Based Trust Model
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
Computing and applying trust in web-based social networks
Computing and applying trust in web-based social networks
Social network-based trust in prioritized default logic
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Trust on the world wide web: a survey
Foundations and Trends in Web Science
The CONCUR framework forcommunity maintenance of curated resources
Proceedings of the eighth ACM symposium on Document engineering
Operators for propagating trust and their evaluation in social networks
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Multiagent-based adaptive pervasive service architecture (MAPS)
Proceedings of the 3rd workshop on Agent-oriented software engineering challenges for ubiquitous and pervasive computing
Proceedings of the 2nd international conference on Security of information and networks
Tutorial on using social trust for recommender systems
Proceedings of the third ACM conference on Recommender systems
Semantic Web Service Composition in Social Environments
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Towards a reputation-based model of social web search
Proceedings of the 15th international conference on Intelligent user interfaces
Using probabilistic confidence models for trust inference in Web-based social networks
ACM Transactions on Internet Technology (TOIT)
Trust network inference for online rating data using generative models
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Propagation of Opinions in Structural Graphs
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Assessing trust in uncertain information using Bayesian description logic
Proceedings of the 17th ACM conference on Computer and communications security
Evidence-based trust: A mathematical model geared for multiagent systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Assessing trust in uncertain information
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
Trust maximization in social networks
SBP'11 Proceedings of the 4th international conference on Social computing, behavioral-cultural modeling and prediction
User reputation in a comment rating environment
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Rule-based trust assessment on the semantic web
RuleML'2011 Proceedings of the 5th international conference on Rule-based reasoning, programming, and applications
Controlling privacy with trust-aware link prediction in online social networks
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Social market: combining explicit and implicit social networks
SSS'11 Proceedings of the 13th international conference on Stabilization, safety, and security of distributed systems
Trust-based probabilistic query answering
WISE'11 Proceedings of the 12th international conference on Web information system engineering
Extracting trust information from security system of a service
Journal of Network and Computer Applications
Rendezvous based trust propagation to enhance distributed network security
International Journal of Security and Networks
Reasoning about trust using argumentation: a position paper
ArgMAS'10 Proceedings of the 7th international conference on Argumentation in Multi-Agent Systems
Trust and distrust aggregation enhanced with path length incorporation
Fuzzy Sets and Systems
A group trust metric for identifying people of trust in online social networks
Expert Systems with Applications: An International Journal
Using argumentation to reason with and about trust
ArgMAS'11 Proceedings of the 8th international conference on Argumentation in Multi-Agent Systems
A sociologically inspired heuristic for optimization algorithms: A case study on ant systems
Expert Systems with Applications: An International Journal
Social filtering using social relationship for movie recommendation
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
International Journal of Systems and Service-Oriented Engineering
A flexible framework for probabilistic models of social trust
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Subgraph Extraction for Trust Inference in Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
From Path to Individual: A Distributed Reputation Detection Model for Information Diffusion
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
MATRI: a multi-aspect and transitive trust inference model
Proceedings of the 22nd international conference on World Wide Web
A survey of trust in social networks
ACM Computing Surveys (CSUR)
The perception of others: inferring reputation from social media in the enterprise
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Link label prediction in signed social networks
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Trust-aware peer sampling: Performance and privacy tradeoffs
Theoretical Computer Science
Comparative trust management with applications: Bayesian approaches emphasis
Future Generation Computer Systems
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In many computing systems, information is produced and processed by many people. Knowing how much a user trusts a source can be very useful for aggregating, filtering, and ordering of information. Furthermore, if trust is used to support decision making, it is important to have an accurate estimate of trust when it is not directly available, as well as a measure of confidence in that estimate. This paper describes a new approach that gives an explicit probabilistic interpretation for confidence in social networks. We describe SUNNY, a new trust inference algorithm that uses a probabilistic sampling technique to estimate our confidence in the trust information from some designated sources. SUNNY computes an estimate of trust based on only those information sources with high confidence estimates. In our experiments, SUNNY produced more accurate trust estimates than the well known trust inference algorithm TIDALTRUST (Golbeck 2005), demonstrating its effectiveness.